Login / Signup

Automated COVID-19 diagnosis and prognosis with medical imaging and who is publishing: a systematic review.

Ashley G GillmanFebrio LunardoJoseph PrinableGregg BelousAaron NicolsonHang MinAndrew TerhorstJason A Dowling
Published in: Physical and engineering sciences in medicine (2021)
 A majority of papers focus on the less clinically impactful diagnosis task, contrasted with prognosis, with a significant portion performing a clinically unnecessary task of differentiating COVID-19 from healthy. Authors should consider the clinical scenario in which their work would be deployed when developing techniques. Nevertheless, studies report superb performance in a potentially impactful application. Future work is warranted in translating techniques into clinical tools.
Keyphrases
  • coronavirus disease
  • sars cov
  • healthcare
  • high resolution
  • machine learning
  • deep learning
  • high throughput
  • magnetic resonance
  • respiratory syndrome coronavirus
  • computed tomography
  • mass spectrometry
  • case control